{"id":"W58015456","doi":"10.1002/9781118523360.ch8","title":"Two‐Phase Partitioning Bioreactors","year":2013,"lang":"en","type":"other","venue":"","topic":"Odor and Emission Control Technologies","field":"Chemical Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Bioreactor; Biodegradation; Polymer; Aqueous solution; Chemical engineering; SCALE-UP; Phase (matter); Chemistry; Materials science; Process engineering; Chromatography; Organic chemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003434157,0.001126551,0.0005927433,0.0005286481,0.0003570935,0.0009096006,0.001178881,0.000682443,0.004824046],"category_scores_gemma":[0.0001667346,0.0002032713,0.0004131717,0.0004081015,0.0003003751,0.0005069702,0.0008240573,0.000635813,0.003499076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005488626,"about_ca_system_score_gemma":0.0005811462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001193647,"about_ca_topic_score_gemma":0.001224011,"domain_scores_codex":[0.9993249,0.00004636189,0.00003731875,0.0001579941,0.0003353679,0.00009811677],"domain_scores_gemma":[0.99989,0.000019041,0.00002124029,0.00001552708,0.00003346548,0.00002073829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001783166,0.0002073482,0.000193319,0.0001585864,0.000006520983,0.0001349408,0.0000288127,0.0006248978,0.9762433,0.001368702,0.001038025,0.01981722],"study_design_scores_gemma":[0.00004261913,0.0002246679,0.0008855609,0.00001816161,0.00001295122,0.0002485237,0.00002822834,0.005204629,0.9653638,0.0002745348,0.02767127,0.00002508227],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5617164,0.003702076,0.3200282,0.0008776127,0.0006653301,0.002445153,0.003762388,0.004520414,0.1022824],"genre_scores_gemma":[0.6654335,0.002715164,0.1681108,0.0006822158,0.0001055588,0.001916956,0.003903146,0.0003039789,0.1568286],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004824046,"threshold_uncertainty_score":0.01613802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01552940447010452,"score_gpt":0.2689014649923828,"score_spread":0.2533720605222783,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}